MLOps is the set of practices used to move machine learning from experiments into reliable production services. It connects data preparation, training pipelines, experiment tracking, model registries, automated testing, deployment, monitoring, and retraining with software engineering and operational controls. Unlike ordinary application code, a model can degrade when incoming data or real-world behavior changes even if no code was modified. MLOps therefore tracks data quality, performance, drift, lineage, versions, and infrastructure alongside uptime and errors. Effective implementation also defines approval gates, rollback procedures, security, cost controls, and clear ownership among data scientists, engineers, platform teams, and domain experts.
Muse Wonder puts Meta alongside OpenAI, Anthropic, Google and Grok. We examine the rankings, strengths, pricing and access shaping the frontier AI race.
Johann Rehberger says a GPT-6 sentinel stopped GLM-5.3 after an off-target SSH attempt. The connection failed, and a mistyped address remains plausible.
Anthropic’s TV-box and virtual-network tests point to a possible AI self-replication threat, with important limits on what the experiments demonstrated.
Epic is shifting developers toward AI-generated code and art as its Disney shooter reportedly slips, while Tim Sweeney promises more ambitious creative output.
Z.ai’s GLM-Legal targets contract review, evidence analysis and cross-border compliance, with beta access by application and independently evaluated benchmarks.
Meta’s Muse Wonder models pair Active Memory with Active Focus for AI agents, coding and professional work, with API access and subscription-only Full.
Navitas and Nvidia have developed a 24kW board that converts 800V to 12V in one stage, targeting more efficient power delivery for AI data centers.
Microsoft has put Cisco Silicon One P200-powered systems into production, adding deep-buffer routing capacity for its growing cloud infrastructure.
Nvidia and Cisco outline USFP optics for denser, more efficient AI networks, alongside new Cisco systems for scaling and managing data centers.
Hackers disrupted French supermarket refrigeration, with Intermarché reporting temperatures up to 50°C for six hours as stores discarded food.